Datasets and Functions to Benchmark Neural Network Packages

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Documentation for package ‘NNbenchmark’ version 3.2.0

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NNbenchmark-package Package NNbenchmark
add2csv Create or Append a data.frame to a csv File
bWoodN1 Dataset bWoodN1
cc Concatenates List and Vectors into a List
clearNN Detach the Loaded Packages and the ZZ object
createTimer Create a timer object. Get the data frame of a timer object
detachNN Detach the Loaded Packages and the ZZ object
funMAE Calculate the RMSE, MSE, MAE, and WAE Rounded to 4 digits
funMSE Calculate the RMSE, MSE, MAE, and WAE Rounded to 4 digits
funRMSE Calculate the RMSE, MSE, MAE, and WAE Rounded to 4 digits
funWAE Calculate the RMSE, MSE, MAE, and WAE Rounded to 4 digits
getTimer Create a timer object. Get the data frame of a timer object
ht Concatenates head() and tail() in vector, list, matrix, data.frame, array
ht9 Concatenates head() and tail() in vector, list, matrix, data.frame, array
lipoNN Create a Plot, Add Lines or Points Depending The Context
mDette Dataset mDette
mFriedman Dataset mFriedman
mIshigami Dataset mIshigami
mRef153 Dataset mRef153
NNbenchmark Package NNbenchmark
NNbigdatasets Big Datasets in One list (2020)
NNdatasets All Datasets in One List
NNdataSummary A Summary (in data.frame format) of NNdatasets
NNsummary Summarize Calculations of RMSE, MSE, MAE, and WAE
NNtrainPredict Generic Functions for Training and Predicting
plotNN Create a Plot, Add Lines or Points Depending The Context
prepareZZ Prepare a Dataset For All Possible Formats
timediff Collect the difftime between two events
timeR A R6 Class to represent a timer.
timestart Collect the difftime between two events
trainPredict_1data Generic Functions for Training and Predicting
trainPredict_1mth1data Generic Functions for Training and Predicting
trainPredict_1pkg Generic Functions for Training and Predicting
uDmod1 Dataset uDmod1
uDmod2 Dataset uDmod2
uDreyfus1 Dataset uDreyfus1
uDreyfus2 Dataset uDreyfus2
uGauss1 Dataset uGauss1
uGauss2 Dataset uGauss2
uGauss3 Dataset uGauss3
uNeuroOne Dataset uNeuroOne